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eclipse_java_hbase操作

程序员文章站 2022-05-30 15:12:56
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import java.io.IOException;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.MasterNotRunningException;
import org.apache.hadoop.hbase.ZooKeeperConnectionException;
import org.apache.hadoop.hbase.client.HBaseAdmin;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.client.*;
import org.apache.hadoop.hbase.*;
import org.apache.hadoop.hbase.filter.*;
import org.apache.hadoop.hbase.util.Bytes;
import java.io.IOException;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
public class testhbase{
	

	static Configuration conf = null;
    static Connection conn = null;

    public static void main(String[] args) throws Exception {
    	conf = HBaseConfiguration.create();
        conf.set("hbase.zookeeper.quorum", "localhost");
        conf.set("hbase.zookeeper.property.clientPort", "2081");
        try {
            conn = ConnectionFactory.createConnection(conf);
            HBaseAdmin.available(conf);
            System.out.println("ok");
        } catch (IOException e) {
            e.printStackTrace();
        }

        //查询*部门
        singColumnFilter("depts:dp","depart_info","f_dp","null");
        
        //找到某个部门的所有子部门
        

        // 创建表(包含多个列簇)
        TableName tableName = TableName.valueOf("test");
        String[] columnFamilys = { "article", "author" };
//        createTable(tableName, columnFamilys);

        //添加数据
        List<Map<String,Object>> listMap=new ArrayList<Map<String, Object>>();
        Map<String,Object> map1=new HashMap<String,Object>();
        map1.put("rowKey","ce_shi1");
        map1.put("columnFamily","article");
        map1.put("columnName","title");
        map1.put("columnValue","Head First HBase");
        listMap.add(map1);
        Map<String,Object> map2=new HashMap<String,Object>();
        map2.put("rowKey","ce_shi1");
        map2.put("columnFamily","article");
        map2.put("columnName","content");
        map2.put("columnValue","HBase is the Hadoop database");
        listMap.add(map2);
        Map<String,Object> map3=new HashMap<String,Object>();
        map3.put("rowKey","ce_shi1");
        map3.put("columnFamily","article");
        map3.put("columnName","tag");
        map3.put("columnValue","Hadoop,HBase,NoSQL");
        listMap.add(map3);
        Map<String,Object> map4=new HashMap<String,Object>();
        map4.put("rowKey","ce_shi1");
        map4.put("columnFamily","author");
        map4.put("columnName","name");
        map4.put("columnValue","nicholas");
        listMap.add(map4);
        Map<String,Object> map5=new HashMap<String,Object>();
        map5.put("rowKey","ce_shi1");
        map5.put("columnFamily","author");
        map5.put("columnName","nickname");
        map5.put("columnValue","lee");
        listMap.add(map5);
        Map<String,Object> map6=new HashMap<String,Object>();
        map6.put("rowKey","ce_shi2");
        map6.put("columnFamily","author");
        map6.put("columnName","name");
        map6.put("columnValue","spark");
        listMap.add(map6);
        Map<String,Object> map7=new HashMap<String,Object>();
        map7.put("rowKey","ce_shi2");
        map7.put("columnFamily","author");
        map7.put("columnName","nickname");
        map7.put("columnValue","hadoop");
        listMap.add(map7);
//        insertMany(tableName,listMap);

        //根据RowKey,列簇,列名修改值
        String rowKey="ce_shi2";
        String columnFamily="author";
        String columnName="name";
        String columnValue="hbase";
//        updateData(tableName,rowKey,columnFamily,columnName,columnValue);


        String rowKey1="ce_shi1";
        String columnFamily1="article";
        String columnName1="name";
        List<String> columnNames=new ArrayList<String>();
        columnNames.add("content");
        columnNames.add("title");
        //删除某行某个列簇的某个列
//        deleteData(tableName,rowKey1,columnFamily1,columnName1);
        //删除某行某个列簇
//        deleteData(tableName,rowKey1,columnFamily1);
        //删除某行某个列簇的多个列
//        deleteData(tableName,rowKey1,columnFamily1,columnNames);
        //删除某行
//        deleteData(tableName,rowKey1);
        //根据rowKey查询数据
//        getResult(tableName,"rowKey1");

        //全表扫描
        //scanTable(tableName);

        //rowKey过滤器
//        rowkeyFilter(tableName);

        //列值过滤器
//        singColumnFilter(tableName);

        //列名前缀过滤器
//        columnPrefixFilter(tableName);

        //过滤器集合
//        filterSet(tableName);

    }
    /**
     * 创建只有一个列簇的表
     * @throws IOException
     */

    public static void createTable() throws IOException {
        Admin admin = conn.getAdmin();
        //表不存在
        if(!admin.tableExists(TableName.valueOf("test"))) {
            TableName tableName = TableName.valueOf("test");
            //表描述器构造器
            TableDescriptorBuilder  tdb  =TableDescriptorBuilder.newBuilder(tableName)  ;
            //列族描述起构造器
            ColumnFamilyDescriptorBuilder cdb =  ColumnFamilyDescriptorBuilder.newBuilder(Bytes.toBytes("user"));
            //获得列描述起
            ColumnFamilyDescriptor  cfd = cdb.build();
            //添加列族
            tdb.setColumnFamily(cfd);
            //获得表描述器
            TableDescriptor td = tdb.build();
            //创建表
            //admin.addColumnFamily(tableName, cfd); //给标添加列族
            admin.createTable(td);
        }else {
            System.out.println("表已存在");
        }
        //关闭链接
    }
    /**
     * 创建表(包含多个列簇)
     *
     * @tableName 表名
     *
     * @family 列族列表
     */
    public static void createTable(String tn, String[] columnFamilys) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Admin admin = conn.getAdmin();
        if(!admin.tableExists(tablename)) {
            //表描述器构造器
            TableDescriptorBuilder  tdb  =TableDescriptorBuilder.newBuilder(tablename)  ;
            //列族描述器构造器
            ColumnFamilyDescriptorBuilder cdb ;
            //获得列描述器
            ColumnFamilyDescriptor  cfd ;
            for (String columnFamily:columnFamilys) {
                cdb =  ColumnFamilyDescriptorBuilder.newBuilder(Bytes.toBytes(columnFamily));
                cfd = cdb.build();
                //添加列族
                tdb.setColumnFamily(cfd);
            }
            //获得表描述器
            TableDescriptor td = tdb.build();
            //创建表
            admin.createTable(td);
        }else {
            System.out.println("表已存在!");
        }
        //关闭链接
    }

    /**
     * 添加数据(多个rowKey,多个列簇,适合由固定结构的数据)
     * @param tableName
     * @param list
     * @throws IOException
     */
    public static void insertMany(String tn,List<Map<String,Object>> list)
            throws IOException {
        List<Put> puts = new ArrayList<Put>();
        TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);// Tabel负责跟记录相关的操作如增删改查等//
        if(list!=null&&list.size()>0){
            for(Map<String,Object> map:list){
                Put put=new Put(Bytes.toBytes(map.get("rowKey").toString()));
                put.addColumn(Bytes.toBytes(map.get("columnFamily").toString()),
                        Bytes.toBytes(map.get("columnName").toString()),
                        Bytes.toBytes(map.get("columnValue").toString()));
                puts.add(put);
            }
        }
        table.put(puts);
        table.close();
        System.out.println("add data Success!");
    }

    /**
     * 添加数据(多个rowKey,多个列簇)
     * @throws IOException
     */
    public static void insertMany() throws IOException {
        Table table = conn.getTable(TableName.valueOf("test"));
        List<Put> puts = new ArrayList<Put>();
        Put put1 = new Put(Bytes.toBytes("rowKey1"));
        put1.addColumn(Bytes.toBytes("user"),Bytes.toBytes("name") , Bytes.toBytes("wd"));

        Put put2 = new Put(Bytes.toBytes("rowKey2"));
        put2.addColumn(Bytes.toBytes("user"),Bytes.toBytes("age") , Bytes.toBytes("25"));

        Put put3 = new Put(Bytes.toBytes("rowKey3"));
        put3.addColumn(Bytes.toBytes("user"),Bytes.toBytes("weight") , Bytes.toBytes("60kg"));

        Put put4 = new Put(Bytes.toBytes("rowKey4"));
        put4.addColumn(Bytes.toBytes("user"),Bytes.toBytes("sex") , Bytes.toBytes("男"));
        puts.add(put1);
        puts.add(put2);
        puts.add(put3);
        puts.add(put4);
        table.put(puts);
        table.close();
    }

    /**
     * 添加数据(一个rowKey,一个列簇)
     * @throws IOException
     */
    public void insertSingle() throws IOException {
        Table table = conn.getTable(TableName.valueOf("test"));

        Put put1 = new Put(Bytes.toBytes("rowKey5"));

        put1.addColumn(Bytes.toBytes("user"),Bytes.toBytes("name") , Bytes.toBytes("cm"));
        put1.addColumn(Bytes.toBytes("user"),Bytes.toBytes("age") , Bytes.toBytes("22"));
        put1.addColumn(Bytes.toBytes("user"),Bytes.toBytes("weight") , Bytes.toBytes("88kg"));
        put1.addColumn(Bytes.toBytes("user"),Bytes.toBytes("sex") , Bytes.toBytes("男"));

        table.put(put1);
        table.close();
    }

    /**
     * 根据RowKey,列簇,列名修改值
     * @param tableName
     * @param rowKey
     * @param columnFamily
     * @param columnName
     * @param columnValue
     * @throws IOException
     */
    public static void updateData(String tn,String rowKey,String columnFamily,String columnName,String columnValue) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        Put put1 = new Put(Bytes.toBytes(rowKey));
        put1.addColumn(Bytes.toBytes(columnFamily),Bytes.toBytes(columnName) , Bytes.toBytes(columnValue));
        table.put(put1);
        table.close();
    }

    /**
     * 根据rowKey删除一行数据
     * @param tableName
     * @param rowKey
     * @throws IOException
     */
    public static void deleteData(String tn,String rowKey) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        Delete delete = new Delete(Bytes.toBytes(rowKey));
        table.delete(delete);
        table.close();
    }

    /**
     * 删除某一行的某一个列簇内容
     * @param tableName
     * @param rowKey
     * @param columnFamily
     * @throws IOException
     */
    public static void deleteData(String tn,String rowKey,String columnFamily) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        Delete delete = new Delete(Bytes.toBytes(rowKey));
        delete.addFamily(Bytes.toBytes(columnFamily));
        table.delete(delete);
        table.close();
    }

    /**
     * 删除某一行某个列簇某列的值
     * @param tableName
     * @param rowKey
     * @param columnFamily
     * @param columnName
     * @throws IOException
     */
    public static void deleteData(String tn,String rowKey,String columnFamily,String columnName) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        Delete delete = new Delete(Bytes.toBytes(rowKey));
        delete.addColumn(Bytes.toBytes(columnFamily), Bytes.toBytes(columnName));
        table.delete(delete);
        table.close();
    }

    /**
     * 删除某一行某个列簇多个列的值
     * @param tableName
     * @param rowKey
     * @param columnFamily
     * @param columnNames
     * @throws IOException
     */
    public static void deleteData(String tn,String rowKey,String columnFamily,List<String> columnNames) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        Delete delete = new Delete(Bytes.toBytes(rowKey));
        for(String columnName:columnNames){
            delete.addColumns(Bytes.toBytes(columnFamily), Bytes.toBytes(columnName));
        }
        table.delete(delete);
        table.close();
    }
    /**
     *根据rowKey查询数据
     * @throws IOException
     */
    public static void getResult(String tn, String rowKey) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        //获得一行
        Get get = new Get(Bytes.toBytes(rowKey));
        Result set = table.get(get);
        Cell[] cells  = set.rawCells();
        for(Cell cell : cells) {
            System.out.println(Bytes.toString(cell.getQualifierArray(), cell.getQualifierOffset(), cell.getQualifierLength())+"::"+
                    Bytes.toString(cell.getValueArray(), cell.getValueOffset(), cell.getValueLength()));
        }
        table.close();
    }

    /**
     * 全表扫描
     * @param tableName(string)
     * @throws IOException
     */
    public static  void scanTable(String tn) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
    	//获取表名
        Table table = conn.getTable(tablename);
        //根据表名获取表
        Scan scan = new Scan();
        //新建扫描器
        ResultScanner rsacn = table.getScanner(scan);
        //结果扫描器
        for(Result rs:rsacn) {
            String rowkey = Bytes.toString(rs.getRow());
            //获取行键
            System.out.println("row key :"+rowkey);
            //打印行键
            Cell[] cells  = rs.rawCells();
            for(Cell cell : cells) {
                System.out.println(Bytes.toString(cell.getFamilyArray(),cell.getFamilyOffset(),cell.getFamilyLength())+"::"+Bytes.toString(cell.getQualifierArray(), cell.getQualifierOffset(), cell.getQualifierLength())+"::"+
                        Bytes.toString(cell.getValueArray(), cell.getValueOffset(), cell.getValueLength()));
            }
            System.out.println("-----------------------------------------");
        }
    }


    //过滤器 LESS <  LESS_OR_EQUAL <=  EQUAL =   NOT_EQUAL <>  GREATER_OR_EQUAL >=   GREATER >   NO_OP 排除所有

    /**
     * rowKey过滤器
     * @param tableName
     * @throws IOException
     */
    public static  void rowkeyFilter(String tn) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        Scan scan = new Scan();
        RowFilter filter = new RowFilter(CompareOperator.EQUAL,new RegexStringComparator("Key1$"));//str$ 末尾匹配,相当于sql中的 %str  ^str开头匹配,相当于sql中的str%
        scan.setFilter(filter);
        ResultScanner scanner  = table.getScanner(scan);
        for(Result rs:scanner) {
            String rowkey = Bytes.toString(rs.getRow());
            System.out.println("row key :"+rowkey);
            Cell[] cells  = rs.rawCells();
            for(Cell cell : cells) {
                System.out.println(Bytes.toString(cell.getFamilyArray(),cell.getFamilyOffset(),cell.getFamilyLength())+"::"+Bytes.toString(cell.getQualifierArray(), cell.getQualifierOffset(), cell.getQualifierLength())+"::"+
                        Bytes.toString(cell.getValueArray(), cell.getValueOffset(), cell.getValueLength()));
            }
            System.out.println("-----------------------------------------");
        }
    }

    /**
     * 列值过滤器
     * @throws IOException
     */
    public static void singColumnFilter(String tn,String ColumnFamily,String Column,String target) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        Scan scan = new Scan();
        //下列参数分别为,列族,列名,比较符号,值
        SingleColumnValueFilter filter =  new SingleColumnValueFilter( Bytes.toBytes(ColumnFamily),  Bytes.toBytes(Column),
                CompareOperator.EQUAL,  Bytes.toBytes(target)) ;
        scan.setFilter(filter);
        ResultScanner scanner = table.getScanner(scan);
        for(Result rs:scanner) {
            String rowkey = Bytes.toString(rs.getRow());
            System.out.println("row key :"+rowkey);
            Cell[] cells  = rs.rawCells();
            for(Cell cell : cells) {
                System.out.println(Bytes.toString(cell.getFamilyArray(),cell.getFamilyOffset(),cell.getFamilyLength())+"::"+Bytes.toString(cell.getQualifierArray(), cell.getQualifierOffset(), cell.getQualifierLength())+"::"+
                        Bytes.toString(cell.getValueArray(), cell.getValueOffset(), cell.getValueLength()));
            }
            System.out.println("-----------------------------------------");
        }
    }

    /**
     * 列名前缀过滤器
     * @throws IOException
     */
    public static void columnPrefixFilter(String tn) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        Scan scan = new Scan();
        ColumnPrefixFilter filter = new ColumnPrefixFilter(Bytes.toBytes("name"));
        scan.setFilter(filter);
        ResultScanner scanner  = table.getScanner(scan);
        for(Result rs:scanner) {
            String rowkey = Bytes.toString(rs.getRow());
            System.out.println("row key :"+rowkey);
            Cell[] cells  = rs.rawCells();
            for(Cell cell : cells) {
                System.out.println(Bytes.toString(cell.getFamilyArray(),cell.getFamilyOffset(),cell.getFamilyLength())+"::"+Bytes.toString(cell.getQualifierArray(), cell.getQualifierOffset(), cell.getQualifierLength())+"::"+
                        Bytes.toString(cell.getValueArray(), cell.getValueOffset(), cell.getValueLength()));
            }
            System.out.println("-----------------------------------------");
        }
    }

    /**
     * 过滤器集合
     * @throws IOException
     */
    public static void filterSet(String tn) throws IOException {
    	TableName tablename = TableName.valueOf(tn);
        Table table = conn.getTable(tablename);
        Scan scan = new Scan();
        FilterList list = new FilterList(FilterList.Operator.MUST_PASS_ALL);
        SingleColumnValueFilter filter1 =  new SingleColumnValueFilter( Bytes.toBytes("author"),  Bytes.toBytes("name"),
                CompareOperator.EQUAL,  Bytes.toBytes("spark")) ;
        ColumnPrefixFilter filter2 = new ColumnPrefixFilter(Bytes.toBytes("name"));
        list.addFilter(filter1);
        list.addFilter(filter2);

        scan.setFilter(list);
        ResultScanner scanner  = table.getScanner(scan);
        for(Result rs:scanner) {
            String rowkey = Bytes.toString(rs.getRow());
            System.out.println("row key :"+rowkey);
            Cell[] cells  = rs.rawCells();
            for(Cell cell : cells) {
                System.out.println(Bytes.toString(cell.getFamilyArray(),cell.getFamilyOffset(),cell.getFamilyLength())+"::"+Bytes.toString(cell.getQualifierArray(), cell.getQualifierOffset(), cell.getQualifierLength())+"::"+
                        Bytes.toString(cell.getValueArray(), cell.getValueOffset(), cell.getValueLength()));
            }
            System.out.println("-----------------------------------------");
        }

    }
	
}